Update README.md

README.md

@@ -11,11 +11,13 @@ datasets:
 
 A low-bitrate single-codebook 16 kHz speech codec based on [focal modulation](https://arxiv.org/abs/2203.11926).
 
-- **Preprint**: https://arxiv.org/abs/2502.04465
+This repository contains the **12.5 Hz checkpoint** trained on **LibriTTS 960**, as described in the preprint.
 
-- **Project Page**: https://lucadellalib.github.io/focalcodec-web/
+- 📜 **Preprint**: https://arxiv.org/abs/2502.04465
 
-- **GitHub**: https://github.com/lucadellalib/focalcodec
+- 🌐 **Project Page**: https://lucadellalib.github.io/focalcodec-web/
+
+- 💾 **GitHub**: https://github.com/lucadellalib/focalcodec
 
 <img src="focalcodec.png" width="700">